{"id":"W2138716526","doi":"10.1136/thoraxjnl-2015-206970","title":"Association of incident obstructive sleep apnoea with outcomes in a large cohort of US veterans","year":2015,"lang":"en","type":"article","venue":"Thorax","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Institutes of Health; Office of Research and Development; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Medicine; Internal medicine; Cohort; Cohort study; Kidney disease; Renal function; Incidence (geometry)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00170406,0.0003250966,0.0003236641,0.0007074613,0.0004903048,0.0007402626,0.0005374685,0.0005569309,0.0009948119],"category_scores_gemma":[0.0031767,0.0002375678,0.0004643319,0.0009231595,0.0005263757,0.0003999019,0.0006422838,0.0005539876,0.00013363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002531115,"about_ca_system_score_gemma":0.0006947063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006171422,"about_ca_topic_score_gemma":0.00832007,"domain_scores_codex":[0.9992329,0.000294086,0.00009458695,0.0001746012,0.000122789,0.00008099028],"domain_scores_gemma":[0.9973848,0.0004881232,0.001266386,0.0002517829,0.0002190423,0.00038985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004628862,0.00001615551,0.9993768,0.000008925331,0.00004671302,0.00001682639,0.00001506785,0.00001720216,0.00006648743,0.000007084678,0.00003533897,0.0003470783],"study_design_scores_gemma":[0.000009104529,0.0001400252,0.9992217,0.000009988332,0.00004953255,0.0001755852,0.00007721326,0.0001190971,0.00003567311,0.00003879721,0.0001208409,0.000002470188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998246,0.0004462784,0.0001689264,0.0001399296,0.00001532028,0.00002760255,0.0006511029,0.000005136728,0.0002997396],"genre_scores_gemma":[0.9987483,0.0002090199,0.0002195037,0.000103134,0.00004217631,0.00003477498,0.0005650024,0.000001837257,0.00007630789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006171422,"threshold_uncertainty_score":0.01227105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034004598822796,"score_gpt":0.3181618913347652,"score_spread":0.2978218453465373,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}